Yuan-Xin Guo

LiteCASS: A Lightweight End-to-End Network for Real-Time Stereo Cinematic Audio Source Separation

Cinematic audio source separation (CASS) decomposes a soundtrack into dialogue, music, and sound-effects (SFX) stems. Existing CASS methods, however, suffer from two critical limitations: they rely on heavily parameterized network architectures and GPU-class hardware, limiting their use in real-time and resource-constr...